To reach the clouds: Application of topic models to the meta-review on cloud computing literature

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

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To reach the clouds : Application of topic models to the meta-review on cloud computing literature. / Upreti, Bikesh Raj; Asatiani, Aleksandre; Malo, Pekka.

Proceedings of the 49th Annual Hawaii International Conference on System Sciences, HICSS 2016. Vol. 2016-March IEEE Computer Society, 2016. p. 3979-3988 7427678.

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

Harvard

Upreti, BR, Asatiani, A & Malo, P 2016, To reach the clouds: Application of topic models to the meta-review on cloud computing literature. in Proceedings of the 49th Annual Hawaii International Conference on System Sciences, HICSS 2016. vol. 2016-March, 7427678, IEEE Computer Society, pp. 3979-3988, Annual Hawaii International Conference on System Sciences, Koloa, United States, 05/01/2016. https://doi.org/10.1109/HICSS.2016.493

APA

Upreti, B. R., Asatiani, A., & Malo, P. (2016). To reach the clouds: Application of topic models to the meta-review on cloud computing literature. In Proceedings of the 49th Annual Hawaii International Conference on System Sciences, HICSS 2016 (Vol. 2016-March, pp. 3979-3988). [7427678] IEEE Computer Society. https://doi.org/10.1109/HICSS.2016.493

Vancouver

Upreti BR, Asatiani A, Malo P. To reach the clouds: Application of topic models to the meta-review on cloud computing literature. In Proceedings of the 49th Annual Hawaii International Conference on System Sciences, HICSS 2016. Vol. 2016-March. IEEE Computer Society. 2016. p. 3979-3988. 7427678 https://doi.org/10.1109/HICSS.2016.493

Author

Upreti, Bikesh Raj ; Asatiani, Aleksandre ; Malo, Pekka. / To reach the clouds : Application of topic models to the meta-review on cloud computing literature. Proceedings of the 49th Annual Hawaii International Conference on System Sciences, HICSS 2016. Vol. 2016-March IEEE Computer Society, 2016. pp. 3979-3988

Bibtex - Download

@inproceedings{c4db8f65d42247d8bcea94abbdb41082,
title = "To reach the clouds: Application of topic models to the meta-review on cloud computing literature",
abstract = "Cloud computing remains an increasingly popular topic among practitioners as well as researchers. The literature spans across multiple disciplines, and the knowledge is fragmented and not systematized. To address this issue we apply topic models to conduct a meta-review on cloud computing. We identify twenty research topics across multiple disciplines, and demonstrate the use of the approach to conduct reviews in the field of information systems (IS). In additionally, we discuss multidisciplinary nature of cloud research, as well as research topics attracting contributions from various scientific fields.",
keywords = "Cloud computing, Digitalization, Information systems, Latent Dirichlet Allocation, Literature review, Meta-review, Topic models",
author = "Upreti, {Bikesh Raj} and Aleksandre Asatiani and Pekka Malo",
year = "2016",
month = "3",
day = "7",
doi = "10.1109/HICSS.2016.493",
language = "English",
volume = "2016-March",
pages = "3979--3988",
booktitle = "Proceedings of the 49th Annual Hawaii International Conference on System Sciences, HICSS 2016",
publisher = "IEEE Computer Society",
address = "United States",

}

RIS - Download

TY - GEN

T1 - To reach the clouds

T2 - Application of topic models to the meta-review on cloud computing literature

AU - Upreti, Bikesh Raj

AU - Asatiani, Aleksandre

AU - Malo, Pekka

PY - 2016/3/7

Y1 - 2016/3/7

N2 - Cloud computing remains an increasingly popular topic among practitioners as well as researchers. The literature spans across multiple disciplines, and the knowledge is fragmented and not systematized. To address this issue we apply topic models to conduct a meta-review on cloud computing. We identify twenty research topics across multiple disciplines, and demonstrate the use of the approach to conduct reviews in the field of information systems (IS). In additionally, we discuss multidisciplinary nature of cloud research, as well as research topics attracting contributions from various scientific fields.

AB - Cloud computing remains an increasingly popular topic among practitioners as well as researchers. The literature spans across multiple disciplines, and the knowledge is fragmented and not systematized. To address this issue we apply topic models to conduct a meta-review on cloud computing. We identify twenty research topics across multiple disciplines, and demonstrate the use of the approach to conduct reviews in the field of information systems (IS). In additionally, we discuss multidisciplinary nature of cloud research, as well as research topics attracting contributions from various scientific fields.

KW - Cloud computing

KW - Digitalization

KW - Information systems

KW - Latent Dirichlet Allocation

KW - Literature review

KW - Meta-review

KW - Topic models

UR - http://www.scopus.com/inward/record.url?scp=84975465600&partnerID=8YFLogxK

U2 - 10.1109/HICSS.2016.493

DO - 10.1109/HICSS.2016.493

M3 - Conference contribution

VL - 2016-March

SP - 3979

EP - 3988

BT - Proceedings of the 49th Annual Hawaii International Conference on System Sciences, HICSS 2016

PB - IEEE Computer Society

ER -

ID: 6510317